Delentia SLM — The Executor (slm-jitna-executor)

Key Principles

1. Zero Conversational Bias: Output is strictly restricted to valid, raw JSON. It never explains its actions or generates natural language.
2. Deterministic Tool Invocation: Correctly matches tools, databases, and variables with zero hallucinations.

Technical Specifications

• Base Model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
• Format: GGUF Q4_K_M (Quantized via llama.cpp)
• Primary Metrics:
  • JSON Validity: $\ge 99%$
  • Tool Call Accuracy: $\ge 95%$